"case-based reasoning" Papers

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AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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ProtoPairNet: Interpretable Regression through Prototypical Pair Reasoning

Rose Gurung, Ronilo Ragodos, Chiyu Ma et al.

NEURIPS 2025

SIC: Similarity-Based Interpretable Image Classification with Neural Networks

Tom Nuno Wolf, Emre Kavak, Fabian Bongratz et al.

ICCV 2025arXiv:2501.17328

Case-Based or Rule-Based: How Do Transformers Do the Math?

Yi Hu, Xiaojuan Tang, Haotong Yang et al.

ICML 2024arXiv:2402.17709
32
citations

DS-Agent: Automated Data Science by Empowering Large Language Models with Case-Based Reasoning

Siyuan Guo, Cheng Deng, Ying Wen et al.

ICML 2024arXiv:2402.17453
81
citations

Keep the Faith: Faithful Explanations in Convolutional Neural Networks for Case-Based Reasoning

Tom Nuno Wolf, Fabian Bongratz, Anne-Marie Rickmann et al.

AAAI 2024paperarXiv:2312.09783
8
citations